Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
A Unified Approach to Interpreting and Boosting Adversarial Transferability

Oct 08, 2020
Xin Wang, Jie Ren, Shuyun Lin, Xiangming Zhu, Yisen Wang, Quanshi Zhang

  Access Paper or Ask Questions

Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks

Jul 10, 2020
Shreyas Padhy, Zachary Nado, Jie Ren, Jeremiah Liu, Jasper Snoek, Balaji Lakshminarayanan

  Access Paper or Ask Questions

Interpreting and Disentangling Feature Components of Various Complexity from DNNs

Jun 29, 2020
Jie Ren, Mingjie Li, Zexu Liu, Quanshi Zhang

  Access Paper or Ask Questions

SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders

Oct 02, 2019
Peter J. Liu, Yu-An Chung, Jie Ren

* first two authors contributed equally 

  Access Paper or Ask Questions

Likelihood Ratios for Out-of-Distribution Detection

Jun 07, 2019
Jie Ren, Peter J. Liu, Emily Fertig, Jasper Snoek, Ryan Poplin, Mark A. DePristo, Joshua V. Dillon, Balaji Lakshminarayanan

  Access Paper or Ask Questions

Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Jun 06, 2019
Yaniv Ovadia, Emily Fertig, Jie Ren, Zachary Nado, D Sculley, Sebastian Nowozin, Joshua V. Dillon, Balaji Lakshminarayanan, Jasper Snoek

  Access Paper or Ask Questions

Explaining Neural Networks Semantically and Quantitatively

Dec 18, 2018
Runjin Chen, Hao Chen, Ge Huang, Jie Ren, Quanshi Zhang

  Access Paper or Ask Questions

To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference

Oct 21, 2018
Qing Qin, Jie Ren, Jialong Yu, Ling Gao, Hai Wang, Jie Zheng, Yansong Feng, Jianbin Fang, Zheng Wang

* 8 pages, To appear in ISPA 2018 

  Access Paper or Ask Questions

Active Learning for Wireless IoT Intrusion Detection

Aug 04, 2018
Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang

* 7 pages, 4 figures, accepted by IEEE Wireless Communications 

  Access Paper or Ask Questions

An End-to-End Compression Framework Based on Convolutional Neural Networks

Aug 02, 2017
Feng Jiang, Wen Tao, Shaohui Liu, Jie Ren, Xun Guo, Debin Zhao

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

  Access Paper or Ask Questions